Adaptive sliding window LSTM NN based RUL prediction for lithium-ion batteries integrating LTSA feature reconstruction.
Zhuqing WangNing LiuYangming GuoPublished in: Neurocomputing (2021)
Keyphrases
- sliding window
- data streams
- neural network
- prediction model
- fixed size
- nearest neighbor
- window size
- electric vehicles
- recurrent neural networks
- space efficient
- stream data
- artificial neural networks
- streaming data
- window sizes
- variable size
- limited memory
- feed forward
- continuous queries
- data structure
- data sets
- database